SandBase

Create or review grammar check deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for grammar check work.

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Create, implement, or review gsap framework integrations work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap framework integrations.

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Create, implement, or review gsap core work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap core.

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Create, implement, or review gsap plugins work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap plugins.

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Create, implement, or review gsap utilities work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on gsap utilities.

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Create, implement, or review imagemagick image manipulation work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on imagemagick image manipulation.

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Plan, implement, or review langchain architecture work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests langchain architecture work.

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Create, implement, or review markdown to html work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on markdown to html.

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Create or review meeting briefing deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for meeting briefing planning or analysis.

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Plan, implement, or review google cloud waf cost optimization work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests google cloud waf cost optimization work.

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Research and write evidence-backed listicles, product roundups, and best-of comparisons with optional SandBase SERP, page, review, and screenshot evidence. Use for ‘best tools’, ‘top products’, roundup, SEO, GEO, or answer-engine content; do not use for an unresearched promotional ranking presented as independent advice.

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Plan, implement, or review ml pipeline work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests ml pipeline work.

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Research and evaluate microsoft docs with current authoritative sources, provenance, and explicit evidence gaps. Use when the user asks for microsoft docs findings or verification.

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Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.

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Plan, implement, or review mcp cli work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests mcp cli work.

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Apply matplotlib in reproducible local data workflows with version-aware APIs, explicit assumptions, and validation. Use when the user chooses matplotlib or its strengths fit the task.

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Create or review marketing psychology deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for marketing psychology work.

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Create or review marketing ideas deliverables with audience, evidence, voice, and conversion-quality controls. Use when the user explicitly asks for marketing ideas work.

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Calculate TAM/SAM/SOM for market opportunities using top-down, bottom-up, and value theory methodologies. Use this skill when sizing markets, estimating addressable revenue, validating market opportunity for a new venture, or building investor-ready market analysis for a startup pitch or business plan.

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Create, implement, or review markdown and mermaid writing work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on markdown and mermaid writing.

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Create code-driven explanatory animations and precise vector graphics with Manim, optionally using SandBase for generated images, narration, music, or transcription. Use for mathematical, scientific, algorithmic, or diagrammatic animation; use a video-generation workflow for photoreal footage.

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Plan, implement, or review make repo contribution work in an existing codebase with compatibility, security, and verification controls. Use when the user explicitly requests make repo contribution work.

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Create or review legal risk assessment deliverables with traceable assumptions, decision criteria, ownership, and risk controls. Use when the user asks for legal risk assessment planning or analysis.

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Create, implement, or review legacy circuit mockups work with format, accessibility, performance, and visual-verification controls. Use when the requested deliverable depends on legacy circuit mockups.

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